package com.ruoyi.system.flink;

import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import org.apache.flink.api.common.RuntimeExecutionMode;
import org.apache.flink.api.common.functions.FlatMapFunction;
import org.apache.flink.api.common.functions.MapFunction;
import org.apache.flink.api.java.functions.KeySelector;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.api.windowing.assigners.TumblingProcessingTimeWindows;
import org.apache.flink.streaming.api.windowing.time.Time;
import org.apache.flink.util.Collector;

import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.Optional;

public class WindowWordCount {

    public static void streamingTest() throws Exception {
        // flink 流执行环境
        final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
        //设置模式 STREAMING
        env.setRuntimeMode(RuntimeExecutionMode.STREAMING);
        //数据源，fromCollection
        env.fromCollection(List.of("nacos,python,java", "nacos,scripts,php", "nacos,java,springmvc", "nacos,sentinel,gateway"))
            //扁平化
            .flatMap(new FlatMapFunction<String, String>() {
                @Override
                public void flatMap(String value, Collector<String> out) throws Exception {
                    Arrays.stream(value.split(",")).forEach(v -> out.collect(v));
                }
            })
            //映射
            .map(new MapFunction<String, Tuple2<String, Integer>>() {
                @Override
                public Tuple2<String, Integer> map(String value) throws Exception {
                    return Tuple2.of(value, 1);
                }
            })
            //分组
            .keyBy((KeySelector<Tuple2<String, Integer>, String>) value -> value.f0)
            //求和
            .sum(1)
            //打印结果
            .print();
        //开始执行
        env.execute("flink streaming hello word");
    }


    public static void main(String[] args) throws Exception {
//        streamingTest();
//        test1();
        String text = "{\"result\":{\"searchQcReminder\":null,\"songs\":[{\"name\":\"木偶戏\",\"id\":1373480448,\"pst\":0,\"t\":0,\"ar\":[{\"id\":32588323,\"name\":\"张杰源\",\"tns\":[],\"alias\":[\"八度\",\"小张\"],\"alia\":[\"八度\",\"小张\"]}],\"alia\":[],\"pop\":85.0,\"st\":0,\"rt\":\"\",\"fee\":8,\"v\":10,\"crbt\":null,\"cf\":\"\",\"al\":{\"id\":79947666,\"name\":\"木偶戏\",\"picUrl\":\"http://p1.music.126.net/APuluONMStzXBqZmgm_Q5Q==/109951164166274280.jpg\",\"tns\":[],\"pic_str\":\"109951164166274280\",\"pic\":109951164166274280},\"dt\":234608,\"h\":{\"br\":320000,\"fid\":0,\"size\":9387407,\"vd\":-41193.0,\"sr\":44100},\"m\":{\"br\":192000,\"fid\":0,\"size\":5632462,\"vd\":-38598.0,\"sr\":44100},\"l\":{\"br\":128000,\"fid\":0,\"size\":3754989,\"vd\":-36927.0,\"sr\":44100},\"sq\":{\"br\":2116000,\"fid\":0,\"size\":48201847,\"vd\":-41184.0,\"sr\":44100},\"hr\":null,\"a\":null,\"cd\":\"01\",\"no\":1,\"rtUrl\":null,\"ftype\":0,\"rtUrls\":[],\"djId\":0,\"copyright\":0,\"s_id\":0,\"mark\":8256,\"originCoverType\":0,\"originSongSimpleData\":null,\"tagPicList\":null,\"resourceState\":true,\"version\":10,\"songJumpInfo\":null,\"entertainmentTags\":null,\"single\":0,\"noCopyrightRcmd\":null,\"rtype\":0,\"rurl\":null,\"mst\":9,\"cp\":0,\"mv\":0,\"publishTime\":0,\"privilege\":{\"id\":1373480448,\"fee\":8,\"payed\":0,\"st\":0,\"pl\":128000,\"dl\":0,\"sp\":7,\"cp\":1,\"subp\":1,\"cs\":false,\"maxbr\":999000,\"fl\":320000,\"toast\":false,\"flag\":6,\"preSell\":false,\"playMaxbr\":999000,\"downloadMaxbr\":999000,\"maxBrLevel\":\"lossless\",\"playMaxBrLevel\":\"lossless\",\"downloadMaxBrLevel\":\"lossless\",\"plLevel\":\"standard\",\"dlLevel\":\"none\",\"flLevel\":\"exhigh\",\"rscl\":null,\"freeTrialPrivilege\":{\"resConsumable\":false,\"userConsumable\":false,\"listenType\":null,\"cannotListenReason\":null},\"rightSource\":0,\"chargeInfoList\":[{\"rate\":128000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":192000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":320000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":999000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1}]}},{\"name\":\"LUCKY CHANCES\",\"id\":1313558205,\"pst\":0,\"t\":0,\"ar\":[{\"id\":896139,\"name\":\"KSHMR\",\"tns\":[\"喀什米尔\"],\"alias\":[]},{\"id\":6472,\"name\":\"张杰\",\"tns\":[],\"alias\":[\"Jason Zhang\"],\"alia\":[\"Jason Zhang\"]},{\"id\":1016007,\"name\":\"Bali Bandits\",\"tns\":[],\"alias\":[]}],\"alia\":[],\"pop\":90.0,\"st\":0,\"rt\":null,\"fee\":1,\"v\":18,\"crbt\":null,\"cf\":\"\",\"al\":{\"id\":73471010,\"name\":\"Billboard Presents Electric Asia Vol. 2\",\"picUrl\":\"http://p1.music.126.net/3SffPVGnMVrMpGT74d3TEg==/109951163575279930.jpg\",\"tns\":[],\"pic_str\":\"109951163575279930\",\"pic\":109951163575279930},\"dt\":161054,\"h\":{\"br\":320000,\"fid\":0,\"size\":6444974,\"vd\":-22748.0,\"sr\":44100},\"m\":{\"br\":192000,\"fid\":0,\"size\":3867002,\"vd\":-22748.0,\"sr\":44100},\"l\":{\"br\":128000,\"fid\":0,\"size\":2578016,\"vd\":-22748.0,\"sr\":44100},\"sq\":{\"br\":1006997,\"fid\":0,\"size\":20272731,\"vd\":-22748.0,\"sr\":44100},\"hr\":null,\"a\":null,\"cd\":\"1\",\"no\":2,\"rtUrl\":null,\"ftype\":0,\"rtUrls\":[],\"djId\":0,\"copyright\":1,\"s_id\":0,\"mark\":8192,\"originCoverType\":0,\"originSongSimpleData\":null,\"tagPicList\":null,\"resourceState\":true,\"version\":18,\"songJumpInfo\":null,\"entertainmentTags\":null,\"single\":0,\"noCopyrightRcmd\":null,\"rtype\":0,\"rurl\":null,\"mst\":9,\"cp\":723016,\"mv\":0,\"publishTime\":1538668800007,\"privilege\":{\"id\":1313558205,\"fee\":1,\"payed\":0,\"st\":0,\"pl\":0,\"dl\":0,\"sp\":0,\"cp\":0,\"subp\":1,\"cs\":false,\"maxbr\":999000,\"fl\":0,\"toast\":false,\"flag\":260,\"preSell\":false,\"playMaxbr\":999000,\"downloadMaxbr\":999000,\"maxBrLevel\":\"lossless\",\"playMaxBrLevel\":\"lossless\",\"downloadMaxBrLevel\":\"lossless\",\"plLevel\":\"none\",\"dlLevel\":\"none\",\"flLevel\":\"none\",\"rscl\":null,\"freeTrialPrivilege\":{\"resConsumable\":true,\"userConsumable\":false,\"listenType\":null,\"cannotListenReason\":null},\"rightSource\":0,\"chargeInfoList\":[{\"rate\":128000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1},{\"rate\":192000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1},{\"rate\":320000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1},{\"rate\":999000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1}]}},{\"name\":\"Torches\",\"id\":482988169,\"pst\":0,\"t\":0,\"ar\":[{\"id\":6472,\"name\":\"张杰\",\"tns\":[],\"alias\":[\"Jason Zhang\"],\"alia\":[\"Jason Zhang\"]},{\"id\":780159,\"name\":\"X Ambassadors\",\"tns\":[],\"alias\":[]}],\"alia\":[\"电影《变形金刚5：最后的骑士》中国区片尾曲\"],\"pop\":95.0,\"st\":0,\"rt\":null,\"fee\":8,\"v\":25,\"crbt\":null,\"cf\":\"\",\"al\":{\"id\":35589476,\"name\":\"Torches\",\"picUrl\":\"http://p1.music.126.net/Bmqx_JeK5cd7Ea8ReDz4ag==/18738976674134081.jpg\",\"tns\":[],\"pic_str\":\"18738976674134081\",\"pic\":18738976674134081},\"dt\":207281,\"h\":{\"br\":320000,\"fid\":0,\"size\":8293399,\"vd\":-69485.0,\"sr\":44100},\"m\":{\"br\":192000,\"fid\":0,\"size\":4976057,\"vd\":-69485.0,\"sr\":44100},\"l\":{\"br\":128000,\"fid\":0,\"size\":3317386,\"vd\":-69485.0,\"sr\":44100},\"sq\":{\"br\":982816,\"fid\":0,\"size\":25464921,\"vd\":-69485.0,\"sr\":44100},\"hr\":null,\"a\":null,\"cd\":\"1\",\"no\":0,\"rtUrl\":null,\"ftype\":0,\"rtUrls\":[],\"djId\":0,\"copyright\":0,\"s_id\":0,\"mark\":270336,\"originCoverType\":0,\"originSongSimpleData\":null,\"tagPicList\":null,\"resourceState\":true,\"version\":25,\"songJumpInfo\":null,\"entertainmentTags\":null,\"single\":0,\"noCopyrightRcmd\":null,\"rtype\":0,\"rurl\":null,\"mst\":9,\"cp\":7003,\"mv\":5560633,\"publishTime\":1496937600007,\"privilege\":{\"id\":482988169,\"fee\":8,\"payed\":0,\"st\":0,\"pl\":128000,\"dl\":0,\"sp\":7,\"cp\":1,\"subp\":1,\"cs\":false,\"maxbr\":999000,\"fl\":128000,\"toast\":false,\"flag\":260,\"preSell\":false,\"playMaxbr\":999000,\"downloadMaxbr\":999000,\"maxBrLevel\":\"lossless\",\"playMaxBrLevel\":\"lossless\",\"downloadMaxBrLevel\":\"lossless\",\"plLevel\":\"standard\",\"dlLevel\":\"none\",\"flLevel\":\"standard\",\"rscl\":null,\"freeTrialPrivilege\":{\"resConsumable\":false,\"userConsumable\":false,\"listenType\":null,\"cannotListenReason\":null},\"rightSource\":0,\"chargeInfoList\":[{\"rate\":128000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":192000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1},{\"rate\":320000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1},{\"rate\":999000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1}]}},{\"name\":\"娜样纯杰的爱恋\",\"id\":191118,\"pst\":0,\"t\":0,\"ar\":[{\"id\":6472,\"name\":\"张杰\",\"tns\":[],\"alias\":[\"Jason Zhang\"],\"alia\":[\"Jason Zhang\"]},{\"id\":9960,\"name\":\"谢娜\",\"tns\":[],\"alias\":[]}],\"alia\":[\"仙侠爱情大片《梦幻诛仙》主题曲\"],\"pop\":85.0,\"st\":0,\"rt\":\"\",\"fee\":0,\"v\":11,\"crbt\":null,\"cf\":\"\",\"al\":{\"id\":19305,\"name\":\"娜样纯杰的爱恋\",\"picUrl\":\"http://p1.music.126.net/zd5MjTjK05kNEDlkPOTDtg==/68169720934865.jpg\",\"tns\":[],\"pic\":68169720934865},\"dt\":233000,\"h\":{\"br\":320000,\"fid\":0,\"size\":9338407,\"vd\":-18600.0,\"sr\":44100},\"m\":{\"br\":192000,\"fid\":0,\"size\":5603105,\"vd\":-16000.0,\"sr\":44100},\"l\":{\"br\":128000,\"fid\":0,\"size\":3735455,\"vd\":-14600.0,\"sr\":44100},\"sq\":null,\"hr\":null,\"a\":null,\"cd\":\"1\",\"no\":1,\"rtUrl\":null,\"ftype\":0,\"rtUrls\":[],\"djId\":0,\"copyright\":2,\"s_id\":0,\"mark\":0,\"originCoverType\":0,\"originSongSimpleData\":null,\"tagPicList\":null,\"resourceState\":true,\"version\":11,\"songJumpInfo\":null,\"entertainmentTags\":null,\"single\":0,\"noCopyrightRcmd\":null,\"rtype\":0,\"rurl\":null,\"mst\":9,\"cp\":0,\"mv\":0,\"publishTime\":1273680000000,\"privilege\":{\"id\":191118,\"fee\":0,\"payed\":0,\"st\":0,\"pl\":320000,\"dl\":320000,\"sp\":7,\"cp\":1,\"subp\":1,\"cs\":false,\"maxbr\":320000,\"fl\":320000,\"toast\":false,\"flag\":128,\"preSell\":false,\"playMaxbr\":320000,\"downloadMaxbr\":320000,\"maxBrLevel\":\"exhigh\",\"playMaxBrLevel\":\"exhigh\",\"downloadMaxBrLevel\":\"exhigh\",\"plLevel\":\"exhigh\",\"dlLevel\":\"exhigh\",\"flLevel\":\"exhigh\",\"rscl\":null,\"freeTrialPrivilege\":{\"resConsumable\":false,\"userConsumable\":false,\"listenType\":null,\"cannotListenReason\":null},\"rightSource\":0,\"chargeInfoList\":[{\"rate\":128000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":192000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":320000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":999000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1}]}},{\"name\":\"星火\",\"id\":1904026247,\"pst\":0,\"t\":0,\"ar\":[{\"id\":6472,\"name\":\"张杰\",\"tns\":[],\"alias\":[\"Jason Zhang\"],\"alia\":[\"Jason Zhang\"]},{\"id\":13899303,\"name\":\"杨和苏KeyNG\",\"tns\":[],\"alias\":[]}],\"alia\":[\"《倩女幽魂》手游战歌\"],\"pop\":90.0,\"st\":0,\"rt\":\"\",\"fee\":1,\"v\":14,\"crbt\":null,\"cf\":\"\",\"al\":{\"id\":137582966,\"name\":\"星火\",\"picUrl\":\"http://p1.music.126.net/fNfd2M9HJJwHOhzKWBSfcw==/109951166946413223.jpg\",\"tns\":[],\"pic_str\":\"109951166946413223\",\"pic\":109951166946413223},\"dt\":218127,\"h\":{\"br\":320002,\"fid\":0,\"size\":8727405,\"vd\":-55433.0,\"sr\":48000},\"m\":{\"br\":192002,\"fid\":0,\"size\":5236461,\"vd\":-52900.0,\"sr\":48000},\"l\":{\"br\":128002,\"fid\":0,\"size\":3490989,\"vd\":-51491.0,\"sr\":48000},\"sq\":{\"br\":1018464,\"fid\":0,\"size\":27769421,\"vd\":-55658.0,\"sr\":48000},\"hr\":{\"br\":1776827,\"fid\":0,\"size\":48446934,\"vd\":-55404.0,\"sr\":48000},\"a\":null,\"cd\":\"01\",\"no\":1,\"rtUrl\":null,\"ftype\":0,\"rtUrls\":[],\"djId\":0,\"copyright\":0,\"s_id\":0,\"mark\":536879104,\"originCoverType\":0,\"originSongSimpleData\":null,\"tagPicList\":null,\"resourceState\":true,\"version\":14,\"songJumpInfo\":null,\"entertainmentTags\":null,\"single\":0,\"noCopyrightRcmd\":null,\"rtype\":0,\"rurl\":null,\"mst\":9,\"cp\":1418037,\"mv\":0,\"publishTime\":1639670400000,\"privilege\":{\"id\":1904026247,\"fee\":1,\"payed\":0,\"st\":0,\"pl\":0,\"dl\":0,\"sp\":0,\"cp\":0,\"subp\":1,\"cs\":false,\"maxbr\":999000,\"fl\":0,\"toast\":false,\"flag\":4,\"preSell\":false,\"playMaxbr\":999000,\"downloadMaxbr\":999000,\"maxBrLevel\":\"hires\",\"playMaxBrLevel\":\"hires\",\"downloadMaxBrLevel\":\"hires\",\"plLevel\":\"none\",\"dlLevel\":\"none\",\"flLevel\":\"none\",\"rscl\":null,\"freeTrialPrivilege\":{\"resConsumable\":true,\"userConsumable\":false,\"listenType\":null,\"cannotListenReason\":null},\"rightSource\":0,\"chargeInfoList\":[{\"rate\":128000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1},{\"rate\":192000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1},{\"rate\":320000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1},{\"rate\":999000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1},{\"rate\":1999000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1}]}},{\"name\":\"女人到底想什么\",\"id\":191063,\"pst\":0,\"t\":0,\"ar\":[{\"id\":6472,\"name\":\"张杰\",\"tns\":[],\"alias\":[\"Jason Zhang\"],\"alia\":[\"Jason Zhang\"]},{\"id\":6469,\"name\":\"张宇\",\"tns\":[],\"alias\":[\"Phil Chang\"],\"alia\":[\"Phil Chang\"]}],\"alia\":[],\"pop\":90.0,\"st\":0,\"rt\":\"600902000008755318\",\"fee\":8,\"v\":272,\"crbt\":null,\"cf\":\"\",\"al\":{\"id\":19298,\"name\":\"这，就是爱\",\"picUrl\":\"http://p1.music.126.net/-IjIggUaU6QOg04LtWhjDA==/109951163940905361.jpg\",\"tns\":[],\"pic_str\":\"109951163940905361\",\"pic\":109951163940905361},\"dt\":244558,\"h\":{\"br\":320000,\"fid\":0,\"size\":9784468,\"vd\":-72975.0,\"sr\":44100},\"m\":{\"br\":192000,\"fid\":0,\"size\":5870698,\"vd\":-70392.0,\"sr\":44100},\"l\":{\"br\":128000,\"fid\":0,\"size\":3913813,\"vd\":-68820.0,\"sr\":44100},\"sq\":{\"br\":973808,\"fid\":0,\"size\":29769134,\"vd\":-73008.0,\"sr\":44100},\"hr\":null,\"a\":null,\"cd\":\"01\",\"no\":3,\"rtUrl\":null,\"ftype\":0,\"rtUrls\":[],\"djId\":0,\"copyright\":2,\"s_id\":0,\"mark\":8704,\"originCoverType\":0,\"originSongSimpleData\":null,\"tagPicList\":null,\"resourceState\":true,\"version\":272,\"songJumpInfo\":null,\"entertainmentTags\":null,\"single\":0,\"noCopyrightRcmd\":null,\"rtype\":0,\"rurl\":null,\"mst\":9,\"cp\":636011,\"mv\":5779667,\"publishTime\":1290355200000,\"privilege\":{\"id\":191063,\"fee\":8,\"payed\":0,\"st\":0,\"pl\":128000,\"dl\":0,\"sp\":7,\"cp\":1,\"subp\":1,\"cs\":false,\"maxbr\":999000,\"fl\":320000,\"toast\":false,\"flag\":4,\"preSell\":false,\"playMaxbr\":999000,\"downloadMaxbr\":999000,\"maxBrLevel\":\"lossless\",\"playMaxBrLevel\":\"lossless\",\"downloadMaxBrLevel\":\"lossless\",\"plLevel\":\"standard\",\"dlLevel\":\"none\",\"flLevel\":\"exhigh\",\"rscl\":null,\"freeTrialPrivilege\":{\"resConsumable\":false,\"userConsumable\":false,\"listenType\":null,\"cannotListenReason\":null},\"rightSource\":0,\"chargeInfoList\":[{\"rate\":128000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":192000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":320000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":999000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1}]}},{\"name\":\"YELLOW\",\"id\":1985165762,\"pst\":0,\"t\":0,\"ar\":[{\"id\":51121339,\"name\":\"张杰希EVE\",\"tns\":[],\"alias\":[\"Lya Limb\"],\"alia\":[\"Lya Limb\"]}],\"alia\":[],\"pop\":50.0,\"st\":0,\"rt\":\"\",\"fee\":8,\"v\":20,\"crbt\":null,\"cf\":\"\",\"al\":{\"id\":150757597,\"name\":\"YELLOW（Mixed reform）\",\"picUrl\":\"http://p1.music.126.net/eYLVc1CCt3yLOctIlxOuYg==/109951169169556449.jpg\",\"tns\":[],\"pic_str\":\"109951169169556449\",\"pic\":109951169169556449},\"dt\":175701,\"h\":{\"br\":320000,\"fid\":0,\"size\":7030125,\"vd\":34399.0,\"sr\":48000},\"m\":{\"br\":192000,\"fid\":0,\"size\":4218093,\"vd\":37043.0,\"sr\":48000},\"l\":{\"br\":128000,\"fid\":0,\"size\":2812077,\"vd\":38832.0,\"sr\":48000},\"sq\":{\"br\":604461,\"fid\":0,\"size\":13275576,\"vd\":33291.0,\"sr\":48000},\"hr\":{\"br\":1349089,\"fid\":0,\"size\":29629583,\"vd\":34399.0,\"sr\":48000},\"a\":null,\"cd\":\"01\",\"no\":1,\"rtUrl\":null,\"ftype\":0,\"rtUrls\":[],\"djId\":0,\"copyright\":0,\"s_id\":0,\"mark\":536879168,\"originCoverType\":0,\"originSongSimpleData\":null,\"tagPicList\":null,\"resourceState\":true,\"version\":20,\"songJumpInfo\":null,\"entertainmentTags\":null,\"single\":0,\"noCopyrightRcmd\":null,\"rtype\":0,\"rurl\":null,\"mst\":9,\"cp\":0,\"mv\":0,\"publishTime\":0,\"tns\":[\"きいろい（黄色い）\"],\"privilege\":{\"id\":1985165762,\"fee\":8,\"payed\":0,\"st\":0,\"pl\":128000,\"dl\":0,\"sp\":7,\"cp\":1,\"subp\":1,\"cs\":false,\"maxbr\":999000,\"fl\":320000,\"toast\":false,\"flag\":6,\"preSell\":false,\"playMaxbr\":999000,\"downloadMaxbr\":999000,\"maxBrLevel\":\"hires\",\"playMaxBrLevel\":\"hires\",\"downloadMaxBrLevel\":\"hires\",\"plLevel\":\"standard\",\"dlLevel\":\"none\",\"flLevel\":\"exhigh\",\"rscl\":null,\"freeTrialPrivilege\":{\"resConsumable\":false,\"userConsumable\":false,\"listenType\":null,\"cannotListenReason\":null},\"rightSource\":0,\"chargeInfoList\":[{\"rate\":128000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":192000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":320000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":0},{\"rate\":999000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1},{\"rate\":1999000,\"chargeUrl\":null,\"chargeMessage\":null,\"chargeType\":1}]}},{\"name\":\"弱水三千\",\"id\":2103683029,\"pst\":0,\"t\":0,\"ar\":[{\"id\":51121339,\"name\":\"张杰希EVE\",\"tns\":[],\"alias\":[\"Lya 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            +
            "";
        JSONObject json = JSON.parseObject(text);
        JSONObject resposne = new JSONObject();
        JSONArray array = new JSONArray();
        resposne.put("array",array);
        JSONArray jsonArray = Optional.ofNullable(json)
            .map(js -> js.getJSONObject("result"))
            .map(js -> js.getJSONArray("songs")).get();
        for (int i = 0; i < jsonArray.size(); i++) {
            JSONObject jsonObject = jsonArray.getJSONObject(i);
            String name = jsonObject.getString("name");
            String id = jsonObject.getString("id");
            JSONObject song = new JSONObject();
            song.put("name",name);
            song.put("id",id);
            array.add(song);
        }
        System.out.println(resposne);




    }

    public static void test1() throws Exception {
        StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();

        DataStream<Tuple2<String, Integer>> dataStream = env
            .socketTextStream("localhost", 9999)
            .flatMap(new Splitter())
            .keyBy(value -> value.f0)
            .window(TumblingProcessingTimeWindows.of(Time.seconds(5)))
            .sum(1);

        dataStream.print();

        env.execute("Window WordCount");
    }

    public static class Splitter implements FlatMapFunction<String, Tuple2<String, Integer>> {
        @Override
        public void flatMap(String sentence, Collector<Tuple2<String, Integer>> out) throws Exception {
            for (String word: sentence.split(" ")) {
                out.collect(new Tuple2<String, Integer>(word, 1));
            }
        }
    }

}
